A New CMM-Quality Education (CMM-QE) Framework using SEI-CMM Approach and Calibrating for its Process Quality and Maturity using Structural Equation Modeling – PLS Approach
The Software product line engineering is an inter-disciplinary concept. It spans the dimensions of business, architecture, process, and the organization. Similarly, Educational System engineering is also an inter-disciplinary concept, which spans the dimensions of academic, infrastructure, facilities, administration etc. Some of the potential requirements and benefits of this engineering approach includes continuous improvements in educational quality and adhering to global standards. The increasing competency in IT and Educational Sectors necessitates a process maturity evaluation methodology for educational organization. Accordingly, this paper presents a new quality educational capability maturity model for evaluating the maturity of multi - dimension factors and attributes of an Educational System. Assessment questionnaires and a rating methodology comprise the framework of this Capability maturity model for quality Education (CMM-QE). The objective and design of the questionnaires are to collect information about the Education system engineering process from the multi perspectives of academic, infrastructure, administration, facilities etc. This model is validated using PLS-Graph tool, and the organizational maturity is validated by classifying the educational institutions into different levels by applying k-means Cluster analysis using SPSS and finally it is ranked for its maturity level accordingly.
목차
Abstract 1. Background 2. Introduction 3. Proposed Model 3.1. Description of the Proposed Model 4. Basics of PLS Path Modeling 4.1. Analysis and Assessment of PLS-PM Measurement and Structural Models 5. Research Methodology 6. Data analysis and Results 6.1. Cluster Analysis 6.2. Hypotheses Testing (Analysis of variance) 7. Conclusions References
키워드
Capability Maturity ModelCluster analysisProcess improvementQuality Education and Data Analysis
저자
R. Manjula [ School of Computing Sciences and Engineering, VIT University ]
J. Vaideeswaran [ School of Computing Sciences and Engineering, VIT University ]
보안공학연구지원센터(IJSEIA) [Science & Engineering Research Support Center, Republic of Korea(IJSEIA)]
설립연도
2006
분야
공학>컴퓨터학
소개
1. 보안공학에 대한 각종 조사 및 연구
2. 보안공학에 대한 응용기술 연구 및 발표
3. 보안공학에 관한 각종 학술 발표회 및 전시회 개최
4. 보안공학 기술의 상호 협조 및 정보교환
5. 보안공학에 관한 표준화 사업 및 규격의 제정
6. 보안공학에 관한 산학연 협동의 증진
7. 국제적 학술 교류 및 기술 협력
8. 보안공학에 관한 논문지 발간
9. 기타 본 회 목적 달성에 필요한 사업
간행물
간행물명
International Journal of Software Engineering and Its Applications
간기
월간
pISSN
1738-9984
수록기간
2008~2016
등재여부
SCOPUS
십진분류
KDC 505DDC 605
이 권호 내 다른 논문 / International Journal of Software Engineering and Its Applications Vol.6 No.4